Agnitra AI is unlocking faster, smarter, adaptive AI compute for everyone.
We’re building the intelligence layer for GPU performance—turning raw compute into adaptive, self-optimizing AI infrastructure. Agnitra accelerates LLMs, reduces inference cost, and delivers real-time performance gains without changing your model code.
Our mission.
At Agnitra AI, our mission is to create an AI-native performance foundation that makes advanced AI systems faster, more efficient, and accessible to every team in the world. We believe the future of AI infrastructure is self-optimizing. Models should adapt to hardware in real time, kernels should evolve automatically, and compute should deliver maximum efficiency without manual engineering. Agnitra exists to transform LLM performance through telemetry-driven optimization, LLM reasoning, and reinforcement learning, enabling organizations to run large-scale AI workloads smarter, faster, and more cost-effectively than ever before.
How we power the future of intelligent systems.
We build an AI-driven automation layer that optimizes, scales, and heals your infrastructure behind the scenes—so you can focus on shipping, not troubleshooting.
We're a team obsessed with performance, intelligence, and the future of AI compute.
At Agnitra AI, we’re engineers, researchers, and system builders with deep roots in GPU optimization, cloud infrastructure, and large-scale AI systems. We care about efficiency, precision, and craftsmanship—building technology that unlocks faster, smarter performance for every AI workload. From kernel-level tuning to real-time telemetry systems, our team brings experience from cloud platforms, AI labs, and infrastructure-driven startups. We move fast, solve hard problems, and push the boundaries of what performance engineering can be.